Implement Machine Learning applications

Course outline

You are responsible for implementing Machine Learning applications and/or applications with Machine Learning components. You want to learn which type of problems Machine Learning solves, which Machine Learning algorithms there are and how you can use these algorithms.

In this training you get the opportunity to try out different types of Machine Learning algorithms, you learn different validation techniques and you get acquainted with different Machine Learning tools.

At the end of the training you will have a solid understanding of Machine Learning and you will be able to start implementing Machine Learning applications.

Course dates, locations and price

This course can be conducted as a tailormade- or an incompany training. Please contact us for more information.

Course Contents

Linear Regression

Binary Classification

Multi-class Classification

Recommendation Systems

Bayesian Networks

Clustering

Association Rules

Neural Networks

Course prerequisites

Students have working experience with an object oriented programming language and can quickly learn new tools and programming languages.